AI Infrastructure Market - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast 2018 - 2028

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AI Infrastructure Market - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast 2018 - 2028

Status : December, 2022 | Semiconductor & Electronics

Report Digest

AI Infrastructure Market: Overview

A computer can generate a hierarchical representation utilizing AI deep learning engineering architecture. For instance, the first layer's collected picture may scan for basic edges, trailed by a layer that collects edge-forming structures. The final layer was able to recognize computer components. After scanning several layers to obtain the essential data, the neural network can combine the features into an algorithm that can recognize the entire image. The expansion of robotics, machine vision technology, industrial automation, cybersecurity technologies, and IoT has created a tremendous amount of data. Its data is used to build deep learning software, which aids in the testing and diagnosis of processes.

Rising demand for AI hardware in various high-performance data centers, the growing usage of cloud machine learning systems, and augmented focus on parallel computing in AI data centers are all important drivers for the global AI Infrastructure Market. The rising volume of data produced in industries like automotive and healthcare, lower hardware costs, improved computing power, an increasing number of international collaborations and partnerships are likely to drive market growth in the near future. The global AI infrastructure market is being driven by the expansion of AI applications in industries like as finance, automotive, healthcare, and tourism.

Extensive Use of ML Technologies to Foster Growth of the Market

Machine learning allows systems to operate without having to be designed explicitly. This system can detect, interpret, and react to abnormalities in a reliable and timely manner. Machine learning allows systems to benefit and learn from their mistakes and enhance their effectiveness over time. Machine learning and AI have recently been extensively used to combat the COVID-19 problem. Machine learning is being used by a number of firms to assist scale up consumer communications, analyze the spread of COVID-19, and speed up research and treatment operations.

Asia Pacific is home to some of the world's rapidly growing and most robust economies, including India, Japan, and China. The deployment of innovative technologies and improvements in companies across sectors is undergoing rapid changes. Deep learning as well as natural language processing (NLP) technologies are being more widely used in marketing, banking, legal, and agriculture. This factor is likely to propel the global AI Infrastructure market in this region.

AI Infrastructure Market: Introduction

The key factors fueling the AI infrastructure market incorporate expanding popularity of cloud AI stage, heightening demand regarding AI equipment in high-performance computing data centers, increasing focus on parallel processing in AI data centers, developing volume of information created in enterprises, for example, healthcare and automobiles, reduced hardware cost, improved computing power, developing number of cross-industry associations and joint efforts, and growing AI applications in ventures, for example, finance, automobiles, healthcare, and tourism.

AI Infrastructure Market: Novel Developments

  • IBM, in February, 2019, released a new product of IoT solutions which group advanced analytics and AI to help asset-intensive associations, for example, the Metropolitan Atlanta Rapid Transit Authority (MARTA), to improve support systems. The solution is intended to assist associations with lowering expenses and diminish the failure risk from physical resources, for example, manufacturing robots, vehicles, turbines, elevators, mining hardware, and electrical transformers.
  • HOSTKEY (Moscow) and AMD, a hardware renting and solid cloud solution supplier, in April, 2019, declared the arrival of AMD EPYC processor-based servers over HOSTKEY's infrastructure. The sending of AMD EPYC CPUs provides distinct features, for example, connectivity, core-count, and memory bandwidth, to HOSTKEY clients running carrying environment and high-end computing workloads.
  • Xilinx, in October 2018, came up with Alveo, a solution of powerful accelerators cards intended to significantly build performance as per industry-standard servers crosswise over on-premise and cloud data centers. With Alveo, clients can expect improvement in performance at low inertness when running basic data center applications, for example, continuous AI derivation, video handling, genomics, and information investigation.
  • Micron Technology, in March 2019, released product of Micron 2200 PCIe NVMe SSDs. These drives are accessible in limits going from 256 GB to 1 TB in a M.2 22x80 mm structure factor. This SSDs portfolio carries expanded data transfer capacity and diminished inactivity to customer processing in the AI infrastructure market by tending to developing needs crosswise over unique gear producers (OEMs) and different customers.

Some of the most prominent competitors operating in the competitive landscape of AI infrastructure market include –

  • NVIDIA Corporation (US)
  • Intel Corporation (US)
  • IBM (US)
  • Google (US)
  • Samsung Electronics (South Korea)
  • Microsoft (US)
  • Amazon Web Services (US)
  • Micron Technology (US)
  • CISCO (US)
  • ARM (UK)
  • Habana Labs (Israel)
  • Oracle (US)
  • Xilinx (US)
  • Dell (US)
  • Advanced Micro Devices (AMD) (US)
  • HPE (US)
  • Synopsys Inc. (US)

Artificial intelligence Infrastructure Market Dynamics

Increasing prevalence of Deep Learning to Fortify AI Infrastructure Market Demand

Deep learning innovation empowers a machine to manufacture a progressive portrayal. For example, the principal layer of the caught picture could examine for basic edges, trailed by a layer that gathers edge-framing shapes, (for example, square shape or circle). The last layer could distinguish machine parts. In the wake of examining various layers to distinguish the required information, the neural system can gather the highlights into a calculation that can perceive the general picture. The developing popularity of robots, cybersecurity applications, IoT, industrial mechanization, and machine vision innovation has made an enormous volume of information. This information fills in as a training module in deep learning innovation, which aides in diagnosis process and testing.

Artificial Intelligence Infrastructure Market: Geographical Analysis

At present, North America represents the biggest share of the global AI infrastructure market, and a comparative pattern is probably going to proceed in future. Canada and the US are relied upon to embrace AI-based servers at a high rate. These nations are industrially developed created economies in North America in view of their solid spotlight on putting resources into R&D exercises for the advancement of new advances. The North America AI infrastructure market is additionally sectioned into Canada, the US, and Mexico.

The reports at TMR Research provide qualitative solutions that break the barriers of doubt or uncertainties when the stakeholders plan to expand their growth reach. The researchers compile the necessary information that enlightens the CXOs about the current growth opportunities in a specific market and enables them to make the most of the opportunities.

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TMR Research has rich experience in developing state-of-the-art reports for a wide array of markets and sectors. The brilliance of the experts at TMR Research and their alacrity to conduct thorough research and create phenomenal reports makes TMR Research better than others.

5-Point Growth Formula

The 5-point growth formula developed by TMR Research provides an insight to the stakeholders and CXOs about the current situation in the market. The growth formula makes the report a perfect companion for the stakeholders and CXOs.

The 5-point growth formula includes the following points:

  • Current and Future Threats
  • Accurate Trend Analysis
  • Regional Assessment
  • Industrial Analogy
  • COVID-19 Impact

Current and Future Threats

Along with studying the opportunities necessary for growth, threats are also an important aspect to look upon for the companies and stakeholders in a specific sector. TMR Research studies every negative aspect that will hinder the growth of a specific area of business and includes it in the report. The stakeholders and CXOs will have the benefit of assessing the threat and take the necessary steps to prevent the hindrance caused due to the threats.

Accurate Trend Analysis

Keeping up with the latest trends is crucial in any business or sector. While stakeholders are aware of the trends that are on the surface, TMR Researchers find trends that are deeply entrenched in the particular market or sector. The reports are constantly updated with the latest trends so that the stakeholders and CXOs can derive benefits from the trends and generate good revenues.

Regional Assessment

Demography forms an important part of the growth pattern of all the markets. Diving deep into the demographics enables maximum output from specific areas. The TMR Research team assesses every region and picks out the vital points that have a large impact on the growth of a market.

Industrial Analogy

The analysts at TMR Research conduct an all-round analysis on the competitive landscape of the market. The observations recorded by the analysts are added to the reports so that every stakeholder gets a glimpse of the competitive scenario and frame their business plans according to the situation.

COVID-19 Impact

The COVID-19 outbreak has changed the growth projections of numerous sectors and businesses. The analysts at TMR Research have conducted a conscientious survey on the markets after the pandemic struck. The analysts have put forth their brilliant and well-researched opinions in the report. The opinions will help the stakeholders to plan their strategy accordingly.

The reports offer answers to the top 7 questions that revolve around the growth of the market

  • What are the diverse growth parameters influencing the market?
  • Which regions will contribute largely to the growth of the market
  • What are the recent innovations and technological advancements in the market?
  • What are the emerging trends across the market?
  • How has COVID-19 affected the market?
  • What will be the post-pandemic scenario of the market?
  • What are the major threats that will dent the growth prospects of the market?